A deep learning-based automated diagnostic system for classifying mammographic lesions

BACKGROUND: Screening mammography has led to reduced breast cancer-specific mortality and is recommended worldwide. However, the resultant doctors’ workload of reading mammographic scans needs to be addressed. Although computer-aided detection (CAD) systems have been developed to support readers, th...

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Detalles Bibliográficos
Autores principales: Yamaguchi, Takeshi, Inoue, Kenichi, Tsunoda, Hiroko, Uematsu, Takayoshi, Shinohara, Norimitsu, Mukai, Hirofumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7337553/
https://www.ncbi.nlm.nih.gov/pubmed/32629712
http://dx.doi.org/10.1097/MD.0000000000020977